Keynote: Sovereign AI at Population Scale...

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Sarvam builds a full India-first stack—Sarvam 105B and 30B LLMs, Bulbul TTS, Saras STT, Samvada agents and Prava token factory—running on a single Kubernetes GPU fleet with KEDA autoscaling, suffix/prefix model caching and on‑prem data sovereignty. The platform serves 10 million API calls daily, achieves sub-second latency for voice, digitizes massive document volumes and enabled 17 million farmers in 24 days using CNCF components like Linkerd, Strimzi, Argo CD, Prometheus, Thanos, CloudNativePG.

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